Receiver systems for electronic intelligence (ELINT) applications may sample and digitize a multiple-GHz analog signal via a photonic analog to digital converter (pADC), which samples the input signal via a highly stable optical pulse train generated by a mode-locked laser (MLL) or similar optical pulse source. pADC systems incorporating, for example, multi-dimensional quantization (MDQ) or multi-phase quantization (MPQ) may significantly enhance the dynamic range of the receiver system, both in terms of high effective number of bits (ENOB) and low distortion levels. However, nonlinear distortions may limit both the ENOB and the spurious free dynamic range (SPDR) of the receiver system.
Embodiments of the inventive concepts disclosed herein are directed to a system and related method for linearization, or linear calibration, of a photonic analog to digital conversion (pADC) sampling system. Linearization of the pADC system may provide highly accurate calibration and correction of nonlinear behaviors and a correspondingly accurate recovered signal.
In one aspect, embodiments of the inventive concepts disclosed herein are directed to a method for linearization of a pADC system. The method may include generating an input signal corresponding to a linear ramp of calibration voltages. The method may include generating a series of optical pulse trains, each optical pulse train having a discrete optical power level. The method may include imparting the voltage information of the input signal onto each optical pulse train via a phase modulator. The method may include generating a series of signal constellations in multidimensional space by demodulating the phase-modulated optical pulse trains. The method may include defining a series of equivoltage radials from the points of the signal constellations, where the points of each equivoltage radial correspond to a common calibration voltage and a common phase angle of the phase modulator. The method may include generating a multidimensional lookup table corresponding to the coordinate system of the signal constellations by mapping the equivoltage radials to a multidimensional array of coordinate bins, where each bin corresponds to at least a phase angle and an optical power level.
In a further aspect, embodiments of the inventive concepts disclosed herein are directed to a linearizing pADC sampling system. The system may include an optical pulse source for generating a series of optical pulse trains, each pulse train having a discrete optical power level. The system may include a waveform generator for generating an input signal corresponding to a ramped series of calibration voltages. The system may include a phase modulator for imparting the voltage information of the input signal onto the optical pulse trains. The system may include one or more quantizers for generating a series of multidimensional signal constellations by demodulating the optical pulse trains and recovering a digital output signal based on the signal constellations. The system may include processors configured to define a series of equivoltage radials from the points of the signal constellations, each equivoltage radial associated with a common phase angle of the phase modulator and a common calibration voltage. The processors may be configured to generate a multidimensional lookup table corresponding to the coordinate system of the signal constellations by mapping the equivoltage radials to a multidimensional array of coordinate bins, each coordinate bin corresponding to a phase angle and an optical power level.
In a still further aspect, embodiments of the inventive concepts disclosed herein are directed to an electronic intelligence (ELINT) receiver incorporating a linearizing pADC sampling system. The system may include an optical pulse source for generating a series of optical pulse trains, each pulse train having a discrete optical power level. The receiver may include a waveform generator for generating a calibration signal corresponding to a ramped series of calibration voltages. The receiver may include a phase modulator for imparting the voltage information of the signal onto the optical pulse trains, whether the signal is the calibration signal or a received analog input signal. The receiver may include one or more quantizers for generating a series of multidimensional signal constellations by demodulating the phase-modulated optical pulse trains and recovering a digital output signal based on the signal constellations. The receiver may include processors configured to define a series of equivoltage radials from the points of the signal constellations, each equivoltage radial associated with a common phase angle of the phase modulator and a common calibration voltage. The processors may be configured to generate a multidimensional lookup table corresponding to the coordinate system of the signal constellations by mapping the equivoltage radials to a multidimensional array of coordinate bins, each coordinate bin corresponding to a phase angle and an optical power level. The processors may correct a recovered digital output signal corresponding to the received input signal based on the generated lookup table.
Implementations of the inventive concepts disclosed herein may be better understood when consideration is given to the following detailed description thereof. Such description makes reference to the included drawings, which are not necessarily to scale, and in which some features may be exaggerated and some features may be omitted or may be represented schematically in the interest of clarity. Like reference numerals in the drawings may represent and refer to the same or similar element, feature, or function. In the drawings:
Before explaining at least one embodiment of the inventive concepts disclosed herein in detail, it is to be understood that the inventive concepts are not limited in their application to the details of construction and the arrangement of the components or steps or methodologies set forth in the following description or illustrated in the drawings. In the following detailed description of embodiments of the instant inventive concepts, numerous specific details are set forth in order to provide a more thorough understanding of the inventive concepts. However, it will be apparent to one of ordinary skill in the art having the benefit of the instant disclosure that the inventive concepts disclosed herein may be practiced without these specific details. In other instances, well-known features may not be described in detail to avoid unnecessarily complicating the instant disclosure. The inventive concepts disclosed herein are capable of other embodiments or of being practiced or carried out in various ways. Also, it is to be understood that the phraseology and terminology employed herein is for the purpose of description and should not be regarded as limiting.
As used herein a letter following a reference numeral is intended to reference an embodiment of the feature or element that may be similar, but not necessarily identical, to a previously described element or feature bearing the same reference numeral (e.g., 1, 1a, 1b). Such shorthand notations are used for purposes of convenience only, and should not be construed to limit the inventive concepts disclosed herein in any way unless expressly stated to the contrary.
Further, unless expressly stated to the contrary, “or” refers to an inclusive or and not to an exclusive or. For example, a condition A or B is satisfied by anyone of the following: A is true (or present) and B is false (or not present), A is false (or not present) and B is true (or present), and both A and B are true (or present).
In addition, use of the “a” or “an” are employed to describe elements and components of embodiments of the instant inventive concepts. This is done merely for convenience and to give a general sense of the inventive concepts, and “a’ and “an” are intended to include one or at least one and the singular also includes the plural unless it is obvious that it is meant otherwise.
Finally, as used herein any reference to “one embodiment,” or “some embodiments” means that a particular element, feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment of the inventive concepts disclosed herein. The appearances of the phrase “in some embodiments” in various places in the specification are not necessarily all referring to the same embodiment, and embodiments of the inventive concepts disclosed may include one or more of the features expressly described or inherently present herein, or any combination of sub-combination of two or more such features, along with any other features which may not necessarily be expressly described or inherently present in the instant disclosure.
Broadly, embodiments of the inventive concepts disclosed herein are directed to a system and related methods for linearizing a pADC sampling system of an ELINT receiver, or calibrating the pADC system to correct nonlinearities in the recovered output signal corresponding to a digitization of the sampled input signal received by the ELINT receiver. Non-linear correction of the recovered output signal can significantly enhance both the linearity and noise performance of the ELINT receiver.
Referring to
The quantizing circuitry 104 may include one or more demodulators 118 for extracting an I signal (120) and a Q signal (122), or respectively an in-phase component and a quadrature component, from the phase-modulated optical pulse train 114a. Balanced photodetectors (124) may determine a difference between the extracted I and Q signals and the optical pulse train 114. Electronic analog-to-digital converters 126, 128 (eADC) may respectively determine phase and quadrature (I/Q) coordinates 130, 132 by digitizing and/or quantizing the extracted I and Q signals 120, 122, such that I∝ sin (S(t)), Q∝ cos (S(t)). The resulting I/Q coordinates 130, 132 may be processed by the signal processors 106 (e.g., a field-programmable gated array (FPGA)) to recover an output signal S(t) (134) corresponding to a digitization of the analog input signal 108.
Referring now to
However, any nonlinear distortion of either the I-signal 120 or the Q-signal 122 (
Referring also to
Referring also to
However, the nonlinear distortions 144a-c, and thus the recovered output signal 134, may be corrected through calibration of the pADC sampling system 100 (
Referring to
Based on the generated calibration curves 138c-i, the signal processors 106 (
D=a+bP+cP2+dP3 [2]
for the indicated phase angle D (φ, 140), the optical power level/phase amplitude P, and best-fit coefficients a, b, c, d. Generally, the lower the order of the polynomial, the better the averaging of any noise in the calibration process.
Referring to
For example, referring also to
Referring to
Referring back to
Referring to
Referring particularly to
At a step 204, an optical subsystem of the pADC sampling system generates an optical pulse train associated with an optical pulse amplitude of the optical pulse source (e.g., a power level of the MLL).
At a step 206, a phase modulator of the pADC sampling system modulates the optical pulse train according to the generated calibration signal. For example, the optical pulse train may be modulated according to at least one phase angle corresponding to a calibration voltage of the calibration signal.
At a step 208, quantization circuitry of the pADC sampling system generates at least one signal constellation in multidimensional coordinate space, the signal constellation corresponding to the calibration signal, by demodulating the phase-modulated optical pulse train. For example, the signal constellation may be in I/Q space and generated by measuring a demodulated in-phase (I) component with a first electronic analog-digital converter (eADC) and measuring a demodulated quadrature (Q) component with a second eADC.
At a step 210, a signal processor of the pADC sampling system defines one or more equivoltage radials comprising a set of points of the generated signal constellations, each set of points associated with a common calibration voltage and a common phase angle of the phase modulator.
At a step 212, the signal processor generates a multidimensional lookup table corresponding to the coordinate space by mapping the signal constellations and the equivoltage radials to a multidimensional array of coordinate bins. For example, the lookup table may be a two-dimensional lookup table corresponding to I/Q space, each coordinate bin of the multidimensional array comprising a corresponding phase angle and a corresponding optical power level (pulse amplitude).
Referring in particular to
The method 200 may include additional method steps 216 through 224. At the step 216, the pADC sampling system may be embodied in an ELINT receiver which receives an analog input signal.
At a step 218, the phase modulator modulates the optical pulse train generated by the optical subsystem based on the received analog input signal.
At a step 220, the quantization circuitry generates a signal constellation corresponding to the received analog input signal by demodulating the phase-modulated optical pulse train.
At a step 222, the signal processor generates a recovered digital output signal based on the generated signal constellation corresponding to the received analog input signal.
At the step 224, the signal processor corrects the recovered digital output signal based on the generated multidimensional lookup table.
As will be appreciated from the above, systems and methods according to embodiments of the inventive concepts disclosed herein may significantly enhance both the linearity and noise performance of an ELINT receiver incorporating the pADC sampling system. For example, testing of a pADC sampling system incorporating 6 SNOB electronic ADCs has shown an ideal performance of 7.65 SNOB and a SFDR of 70 dB. Uncorrected nonlinear behaviors may result in significantly degraded performance (5.32 SNOB, 37.0 dB at 5.1 SNOB). However, nonlinear correction based on the generated lookup table may restore performance to near-ideal levels (e.g., 7.31 SNOB, or 58.3 dB at 6.89 SNOB) and a recovered signal that suppresses noise peaks in the uncorrected signal.
It is to be understood that embodiments of the methods according to the inventive concepts disclosed herein may include one or more of the steps described herein. Further, such steps may be carried out in any desired order and two or more of the steps may be carried out simultaneously with one another. Two or more of the steps disclosed herein may be combined in a single step, and in some embodiments, one or more of the steps may be carried out as two or more sub-steps. Further, other steps or sub-steps may be carried in addition to, or as substitutes to one or more of the steps disclosed herein.
From the above description, it is clear that the inventive concepts disclosed herein are well adapted to carry out the objects and to attain the advantages mentioned herein as well as those inherent in the inventive concepts disclosed herein. While presently preferred embodiments of the inventive concepts disclosed herein have been described for purposes of this disclosure, it will be understood that numerous changes may be made which will readily suggest themselves to those skilled in the art and which are accomplished within the broad scope and coverage of the inventive concepts disclosed and claimed herein.
This invention was made with government support under Government Contract No. HR0011-10-C-0062, REMOTED ANALOG-TO-DIGITAL CONVERTER WITH DE-SERIALIZATION AND RECONSTRUCTION (RADER), awarded by the Defense Advanced Research Projects Agency (DARPA). The government has certain rights in the invention.
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